Most people pick a shop by its reviews and how close it is, then hope it goes well.
That works until it doesn't. Then you end up paying for something you didn't need, or trusting someone who hadn't earned it.
Here's what to look for instead.
Signals that matter
They're willing to explain the estimate line by line: parts, labor, and why. A shop that can't, or won't, walk you through the number is worth a second look.
They give you time to decide. A repair worth doing doesn't disappear overnight. Prices can shift a little if parts costs change, that's normal. What isn't normal is a shop pushing same-day approval to "hold the price." That's pressure.
They'll hand back your old parts if you ask (ask before the work starts, not after), except parts sold on a core charge (alternators, starters, batteries, some catalytic converters), which go back to the supplier for credit. That's normal, and a shop should be able to explain it. Seeing the old part is how you confirm they actually did the work, not just billed for it. If a shop resists without that kind of explanation, that's worth noting.
Ask if their technicians are ASE certified. ASE (Automotive Service Excellence) certifies individual techs, not shops, by testing what they actually know. Certification is one useful sign, not a guarantee. Ask who will actually work on your car and what they're certified in. Look for a tech's ASE patch, or ask directly.
Red flags
An estimate that bundles "brake service" into one line, with no parts, labor, or supplies broken out, doesn't give you enough to evaluate it. Ask for the breakdown.
Urgency on something you didn't come in for. If you're in for an oil change and suddenly three things need fixing today, ask what actually fails if you wait, and whether the car's safe to drive in the meantime. If they can't give you a straight answer, slow down and get a second opinion before you approve the work.
The exception: brakes, steering, tires, anything that affects whether the car stops or turns. If that's what came up, that's the shop doing its job, not a red flag. Still ask what's actually wrong and whether it's safe to drive right now. If it's not, get a second opinion without driving it there.
A shop that refuses to let you get a second opinion is a red flag. A shop that's just not thrilled about it is milder, but still worth noticing.
The estimate changes after the car's already apart. Some of that is real, you can't see everything until it's open. A big, unexplained jump after you've already approved the work is different, and it deserves a clear answer. Anything beyond what you approved should get a call and your yes first, not a surprise on the final bill.
What reviews don't tell you
Online reviews tend to skew toward the extremes: people who loved it, or people who are furious. They're not built to surface the shop that's just consistently fine on a normal Tuesday.
Better signals: word of mouth from someone who drives a car like yours, a shop that specializes in your make, and your own experience on something low-stakes (oil change, tire rotation) before you hand over something bigger.
The mechanic vs. the shop
Check every shop's estimate against the signals above first, every time, trusted tech or not. Once a shop clears that check, the tech matters more than the name on the building. A tech you trust at a shop that's earned your trust beats a stranger at one that hasn't. If you find someone good, that relationship is worth keeping, even if they move to a different shop, but it never replaces checking the estimate.